Starcoder2 3B — Benchmarks

Benchmark scores for Starcoder2 3B aggregated from public leaderboards, with how it ranks among open models. See hardware requirements for what you need to run it.

No overall rank for Starcoder2 3B: an overall score is only published when a model has been measured on enough of the benchmarks current models are still submitted to. Its individual scores below stand on their own — see the methodology for how the overall score is built.

Knowledge

BenchmarkScoreOpen rankAll models
ARC Challenge34.2%#51 / 56#71 / 76
MMLU36.6%#74 / 85#123 / 136

Math

BenchmarkScoreOpen rankAll models
GSM8K21.6%#52 / 62#71 / 93

Reasoning

BenchmarkScoreOpen rankAll models
WinoGrande57.1%#46 / 51#74 / 79

Scores aggregated from public benchmark sources (each linked from the benchmark pages). llmrun does not run these benchmarks.